Machine Learning and Its Application: A Quick Guide for Beginners

Author(s): Indranath Chatterjee

DOI: 10.2174/9781681089409121010004

Introduction to Machine Learning

Pp: 1-18 (18)

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Abstract

SHS investigation development is considered from the geographical and historical viewpoint. 3 stages are described. Within Stage 1 the work was carried out in the Department of the Institute of Chemical Physics in Chernogolovka where the scientific discovery had been made. At Stage 2 the interest to SHS arose in different cities and towns of the former USSR. Within Stage 3 SHS entered the international scene. Now SHS processes and products are being studied in more than 50 countries.

Abstract

The introduction chapter summarizes various necessary topics on artificial intelligence and machine learning. It introduces the readers with a strong foundation on the basic concepts of advanced usage of artificial intelligence, which led to the beginning of an era of machine learning. Here, the readers will learn different aspects of machine learning concisely which are described in detail in the coming chapters. Firstly, this chapter discusses the dimensions of AI and the reasons for the transition of traditional AI to modern-day machine learning techniques. Secondly, it discusses the benefits of machine learning in day-to-day life. Thirdly, it discusses the machine learning algorithms' main pillars for training and developing prediction models. Finally, this chapter will give a broad outline of this book in a concise chapter-wise description.

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